Hobbs and Gallup Jr. - Songs as a Medium for Embedded Reproductive Messages

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    Evolutionary Psychology

    www.epjournal.net 2011. 9(3): 390-416

    Original Article

    Songs as a Medium for Embedded Reproductive Messages

    Dawn R. Hobbs, Department of Psychology, University at Albany, State University of New York, Albany,

    NY, USA.

    Gordon G. Gallup, Jr., Department of Psychology, University at Albany, State University of New York,

    Albany, NY, USA. Email: [email protected] (Corresponding author).

    Abstract: Research shows that sensational news stories as well as popular romance novels

    often feature themes related to important topics in evolutionary psychology. In the first of

    four studies described in this paper we examined the song lyrics from three Billboardcharts: Country, Pop, and R&B. A content analysis of the lyrics revealed 18 reproductive

    themes that read like an outline for a course in evolutionary psychology. Approximately92% of the 174 songs that made it into the Top Ten in 2009 contained one or more

    reproductive messages, with an average of 10.49 reproductive phrases per song. Althoughdifferences in the frequency of different themes between charts were found, further

    analyses showed that the most popular/bestselling songs contained significantly more

    reproductive messages. An analysis of the lyrics of opera arias and art songs also revealedevidence for many of the same embedded reproductive messages extending back more than400 years.

    Keywords: song lyrics, reproductive messages, sales

    Every breath you take, every move you make, every bond you break, every step you take,

    Ill be watching you (from Every Breath You Take, by Sting and Andy Summers,copyright 1983).

    Introduction

    Sensational news stories and popular romance novels often feature themes related

    to important topics in evolutionary psychology. Davis and McLeod (2003) analyzed front-page news stories from a cross section of different countries over a period of 300 years.

    Prominent news items tended to feature stories about crime (stealing, murder, and physicalassault), injury, death, altruism, abandonment, reputation, harm to children, and rape.

    Rankings of the content of sensational news stories showed substantial consistency across

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    different time periods. Davis and McLeod concluded that the appeal of sensational news isa byproduct of human predispositions to attend to information that has

    reproductive/adaptive value.More recently, Cox and Fisher (2009) analyzed the titles of contemporary romance

    novels to determine if their popularity might be related to evolutionary themes that would

    be expected to have widespread appeal when it comes to some of the unique and recurrentreproductive issues that women confront. The five most common words featured inromance novel titles were love, bride, baby, man, and marriage, in that order. Common

    themes extracted from these titles included commitment, reproduction, masculine/highranking suitors, and resources. Because the costs of reproduction are so much higher for

    women than men, because women have a strong vested interest in the other 50 percent ofthe genes being carried by their children, and because of their need for protection and

    provisioning, these themes have high reproductive relevance for females. Cox and Fisherconclude that because women who read romance novels are voting with their money,

    these results have real world relevance.In the present series of studies, we analyzed the lyrics in popular songs in an

    attempt to identify the existence of embedded reproductive/evolutionary messages. Beingthe first of their kind, these were largely descriptive studies.

    The adaptive value of music eluded scientists for a long time. While Pinker (1997)has been quick to dismiss music as auditory cheesecake, Darwin (1871) suggested that

    music may have evolved as a form of courtship display by means of sexual selection.Following Darwins lead, there is now growing interest in the origins of music (e.g.,

    Mithen, 2006; Wallin, Merker, and Brown, 2000). Research conducted by musicpsychologists has identified connections between music and social behavior, and shows

    that music preferences are related to an array of interesting personality dimensions(Rentfrow and Gosling, 2003). But rather than addressing music per se, our research

    focused on the written lyrics that comprise popular songs.

    Study 1

    The initial study consisted of a content analysis of the lyrics contained in the topranked 2009 songs in three popular music genres: Country, Pop, and R&B (Rhythm and

    Blues).

    Materials and Methods

    Table 1 contains a list of the reproductive categories that we extracted from a

    content analysis of the written lyrics in the initial sample of 174 songs that made it into theBillboard Top Ten for Country, Pop, and R&B charts during 2009. These genres were

    chosen so as to capture a wide cross section representing mainstream American music.Billboardtracks the popularity of songs through a number of different charts which

    are published weekly on their website: www.billboard.com. Using the individual charts forCountry Songs, Pop Songs, and R&B/Hip Hop Songs, we examined the charts published in

    the first week of every month for the year 2009 and analyzed the Top Ten songs from each

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    of these individual charts.For purposes of deriving/identifying categories, references having to do with

    courtship, sex, pair-bonding, parenting, fidelity, mate guarding, and provisioning wereinitially targeted, along with themes related to long-term as well as short-term mating

    strategies. In the process of attempting to code the lyrics it became apparent that emotional

    expressions could be partitioned into different action references. For instance, love couldeither convey commitment, fidelity assurance, or a non-specific state. Love representscommitment when sung as I love you. It represents fidelity assurance when coined as

    Do you love me? And it is rendered non-specific when used in phrases like I would loveto go to the park with you. In this way, our coding system transformed subjective

    emotions into objective actions. As shown in Table 1, we were able to distill most of thereproductive messages into 18 specific categories, along with one additional default

    category for those that were reproductively relevant but did not fit the other categories(e.g., incest).

    Table1.Codingcategorieswithlyricexemplars

    Coding Category Description Lyric ExemplarGenitalia Any explicit, implicit, implied

    or slang reference to genitalia.

    My anaconda dont want

    none unless you got buns,

    honfrom Baby Got Back

    by Sir Mix-A-Lot 1992

    Her body [is]built just like a

    coke bottlefrom That Girl

    by Frankie J. 2006

    Other Body Parts References to any other body

    part other than genitalia,

    including waist to hip ratios and

    shoulder to hip ratios.Put your pretty little arms

    around mefrom Big Green

    Tractor by Jason Aldean

    2009Dance with me/ I want my

    arm about you/That charm

    about you will carry me

    through to heavenI seem

    to find that happiness I

    seek/When were out

    together/Dancing cheek to

    cheekfrom Cheek to

    Cheek by Irving Berlin 1935

    Courtship/Long Term Mating

    Strategies

    References to dating, hand-

    holding, and other sincere

    courtship displays and

    overtures.

    Oh please, say to me/You'll

    let me be your man/And

    please, say to me/You'll let

    me hold your handfrom I

    Wanna Hold Your Hand by

    the Beatles 1963

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    Hook Up/Short Term Mating

    Strategies

    References to short-term mating

    strategies such as hooking up

    and overt solicitations for short

    term relationships.

    Lets have some fun/ This

    beat is sick/ I want to take a

    ride on your disco stick

    from Love Game by Lady

    Gaga, 2009

    Foreplay/Arousal/Sex ActPrecursors

    Any reference to kissing,fondling or undressing, as well

    as physiological precursors to

    intercourse.

    Sugar, sugar/ Ah honey,honey/ You are my candy

    girl/ And you've got me

    wanting you/

    When I kissed you, girl, I

    knew how sweet a kiss could

    befrom Sugar, Sugar by

    The Archies 1969

    Seeing your black dress hit

    the floor/Honey there sure

    aint nothing like you loving

    me all night longfrom

    Getting You Home byChris Young 2009

    Sex Act Any explicit, implicit, implied

    or slang reference to sexual

    intercourse.

    I laid a divorcee in New

    York City/ I had to put up

    some kind of a fight/ The

    lady then she covered me

    with roses/ She blew my

    nose and then she blew my

    mindfrom Honky Tonk

    Women, The Rolling Stones

    1969

    Sexual Prowess References to stamina, sex driveor other sexually related skills

    and/or bragging of such.

    They call me "Lovin' Dan"/I rock 'em, roll 'em all night

    long/I'm a sixty-minute man

    from Sixty Minute Man by

    Billy Ward and the

    Dominoes 1951

    Roxanne, you dont have to

    put on the red light/Walk the

    streets for money/ You dont

    have to sell your body to the

    nightfrom Roxanne by the

    Police 1978

    Promiscuity/Reputation/

    Derogation

    Includes references to

    promiscuity, as well as negative

    reputational references, attempts

    to defame another persons

    reputation or make negative

    social comparisons.

    They say she low down/ Its

    just a rumor and I dont

    believe em/They say she

    needs to slow down/ Baddest

    thing around townfrom

    Sexy Chick by Akon 2009

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    I enchain youfrom Pur ti

    Miro, Pur ti Godo by

    Monteverdi 1642

    Sequestering/Mate Guarding Keeping tabs on a mate,

    watching, guarding, tracking

    and/or isolating a mate. Also

    includes references to privacy,

    secrecy, and isolation for the

    purpose of intercourse.

    Every breath you take/

    Every move you make/

    Every bond you break/ Everystep you take/Ill be

    watching you from Every

    Breath You Take by the

    Police 1983

    Im gonna love you

    forever/Forever and ever

    Amenfrom Forever and

    Ever Amen by Randy Travis

    1987

    Fidelity Assurance/

    Abandonment Prevention

    Questions or statements to

    assess the fidelity of a mate.

    Seeking information to ascertain

    the commitment of a mate and

    prevent

    abandonment/cuckoldry. Do I have your love/ Am I

    still enough/ Tell me dontI/or tell me do I, babyfrom

    Do I by Luke Bryan, 2009

    He knelt down and pulled

    out a ring/And said Marry

    Me Juliettefrom Love

    Story by Taylor Swift 2009

    Commitment and Fidelity References to dedication,

    sincerity and long term

    commitments to a relationship

    such as marriage, boyfriend,

    girlfriend, wife, and husband or

    committed other. Also includes

    honest courtship signals such as

    diamond rings which indicate a

    committed relationship.

    Theres just something

    about the woman that makes

    my heart go haywire/And

    shes gonna be my wife

    from Whatever It Is by the

    Zac Brown Band 2009

    Resources Any reference to luxury items,

    cars, money, or things that

    denote resources.

    Money, Money, Money/

    Talk about cash money-

    dollar billsfrom For the

    Love of Money by the

    OJays 1973

    Status References to a persons high

    standing in society; VIP status,

    being referred to as the boss

    or a rockstar or other high

    ranking person.

    An army of brave men, with

    me as their leader/To return

    crowned with laurels/To tell

    you, for you have I fought!

    For you have I conquered

    from Celeste Aida by Verdi1871

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    Mate Provisioning Use of status or resources

    specifically to protect/retain a

    mate.

    My chick could have what

    she want/ I know she aint

    never had a man like that/to

    buy her anything she desires

    from Whatever You Like by

    T.I. 2009

    Shopkeeper, give me

    colour/To make my cheeks

    red/So that I can make the

    young men love [me] against

    their willfrom Carmina

    Burana by Carl Orff, 1935

    Appearance Enhancement/

    Sex Appeal

    Grooming, physical appearance,

    general attractiveness, fitness

    displays and/or signals, or

    references to any visual

    /physical aspect of a potential

    mate.

    Hot to trot/ Make any mans

    eyes popthe chick was a

    hit because her body was

    boominfrom Lets Talk

    About Sex by Salt N Pepa

    1991

    Rejection References to divorce, break-

    ups, broken hearts, or discord

    within the context of a pair-

    bond relationship.

    She just looked me in the

    eye/Said it's overfrom Red

    Light by David Nail 2009

    I know somebody paying

    child support for one of his

    kids And on her 18th

    birthday he found out it

    wasn't hisfrom Gold

    Digger by Kanye West 2005

    Infidelity/Cheater Detection/

    Mate Poaching

    References to cheating, extra-

    pair copulations, suspicions of

    infidelity, stealing another

    persons mate, or paternal

    uncertainty.

    I bet you're wondering howI knew/About your plans to

    make me blue/

    With some other guy that

    you knew beforefrom I

    Heard It Through the

    Grapevine by Marvin Gaye

    1969

    Parenting Includes any reference to

    parenting, child-rearing, or

    desire for children. Also

    includes references to

    grandparents and grandchildren.

    Hed been up all

    night/Lying there in bed and

    listening to his newborn baby

    cry

    From It Wont Be Like This

    For Long by Darius Rucker,

    2009

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    Other Any reproductive message not

    captured above, such as the

    menstrual cycle or incest.

    To his own sister he makes

    his way, for Love entices the

    Spring/Enamored, the

    brother courts his own sister

    from Winterstrme Wichen

    dem Wonnemond by

    Wagner 1870

    Results

    To determine the reliability of applying these categories to specific song lyrics, two

    observers independently classified the reproductive themes present in written versions ofthe reproductively relevant phrases extracted from a representative sample of the Pop,

    Country, and R&B songs. The number of phrases containing reproductive messages rangedfrom 2 (White Horse and Second Chance) to 29 (Baby By Me) for a total of 219

    reproductive phrases, with an average of 8.76 different reproductive references per song.

    Most songs included a few phrases that were judged to contain several (2-3) reproductivemessages for a total of 269 reproductive references summed across all songs. There wascomplete agreement between the two observers in classifying 237 of the 269 reproductive

    phrases, resulting in a respectable inter-rater agreement of over 88%.The initial sample contained 174 Top Ten songs taken from the 2009 Country, Pop,

    and R&B charts compiled by Billboardmagazine and published on their website. Printedcopies of the lyrics for each of these songs were downloaded for analysis. Figure 1

    represents a distribution of the different reproductive categories found in the lyrics of thesesongs. A one-way ANOVA applied to the number of reproductive categories was

    significant, F(2, 173) = 17.21, p < .0001. Bonferroni's Multiple Comparison Test showedthat there were significantly more reproductive categories in R&B songs in comparison to

    Country (p < .0001) and Pop (p < .001). However, the differences between Country andPop were not significant.

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    Figure 1. Distribution of reproductive themes for 2009 songs as a function of song type

    The number of reproductive references/phrases for the songs in this sample ranged

    from 0 to 48, with 160 of these songs, or 92% containing one or more reproductivereferences. Reproductive phrases that were repeated within a song (such as a chorus) were

    only counted once. For the 57 Country songs there were a total of 340 reproductivereferences, for an average of 5.96 different reproductive references per song. For the 59

    Pop songs a total of 513 reproductive references were identified, with an average of 8.69references per song. For the 58 R&B songs there were 973 reproductive references,

    resulting in a mean of 16.77 reproductive references per song. A one-way ANOVA of thenumber of reproductive references was significant, F(2, 173) = 33.60, p < .0001.

    Bonferronis Test showed that there were significantly more reproductive references inR&B songs in comparison to both Country (p < .0001) and Pop (p < .0001). And again, the

    differences between Country and Pop were not significant. See Appendix 1 for a list of thesongs used in Study 1.

    As shown in Figure 1, there were differences between charts in reproductivethemes, and the frequency with which the reproductive categories were mentioned differed

    between charts as well. The four most frequent reproductive categories contained in thelyrics of Country songs were commitment, parenting, rejection, and fidelity assurance, inthat order. For Pop songs the most frequent reproductive categories were sex appeal,

    reputation, short-term strategies, and fidelity assurance. For R&B songs, sex appeal,resources, sex act, and status constituted the most frequent themes. Whereas 46 out of the

    58 parenting themes came from Country songs, only four appeared in R&B songs. Incontrast, references to resources were featured 106 times in R&B songs, but appeared only

    six times in Country songs. It is also interesting to note that while there is some overlapbetween the top four reproductive themes across the charts (fidelity is one of the top four

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    for both Country and Pop, and sex appealis featured in the top four for Pop and R&B), notheme was common to the top four in all three charts.

    Study 2

    In the second study an attempt was made to determine whether there might be arelationship between reproductive messages and the popularity/sales of recordedcontemporary songs. This was accomplished by measuring the number of reproductive

    messages in 30 randomly selected songs from each of the three charts that made it into theTop Ten in 2009 and also appeared in albums. As a control condition, we measured the

    number of reproductive messages in randomly selected songs from the same album by thesame vocalists that did not make it into the Top 10. As a result, each of the 30 songs we

    chose that appeared in the Top Ten was matched with another control song by the samesinger and released on the same album, but did not make it into the Top 10. See Appendix 2

    for a list of the songs we used in these different categories.

    Results

    Country Songs

    Figure 2 depicts the average number of different reproductive messages for theCountry songs we selected that made it into the Top Ten and those that did not. For the

    songs selected from the top rankings in 2009 there were more reproductive messages persong (M= 7.2, SD = 4.74) than for those by the same vocalist (in the same album) that did

    not appear in the top ten (M= 4.3, SD = 3.08). A paired t-test showed that this differencewas significant, t(29) = 2.879,p = .0074.

    Pop Songs

    Figure 2 shows comparable results for Pop songs. For those selected from the topsongs in 2009 there were more reproductive messages per song (M = 10.73, SD = 6.47)

    than for songs by the same vocalists that did not make it into the Top Ten (M= 5.8, SD =4.50), and this was significant, t(29) = 4.449,p

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    Figure 2. Average number of reproductive messages for 2009 Country, Pop, and R&Bsongs that made it into the Top Ten and control songs that did not

    Study 3

    To examine the stability of reproductive messages and themes over time, the thirdstudy featured a content analysis of the lyrics contained in the annual list of the Top Ten

    songs for the years 1959, 1969, 1979, 1989, 1999, and 2009 for Country, Pop, and R&Bcharts. The list of Top 10 Country songs for the years 1959, 1969, 1979, 1989, and 1999

    were taken from Hot Country Songs (Whitburn, 2008). The list of Pop songs for thesesame years was taken from A Century of Pop Music (Whitburn, 1999), and the list of

    R&B songs for these years was taken from Top R&B/Hip Hop Singles (Whitburn, 2004).

    The 2009 Top 10 songs of the year for all genres were taken from the Billboardmagazinewebsite: www.billboard.com.

    Results

    As shown in Figure 3, the number of reproductive messages in top ranked popular

    songs has remained relatively stable over the past six decades. The one exception is therecent increase in reproductive messages contained in songs that rise to high ranking

    positions on the R&B charts. A 3 (charts) x 6 (decades) ANOVA revealed a significantmain effect of song type,F(2, 162) = 10.852,p < .0001, a significant main effect of decade,

    F(5, 162) = 10.743, p < .0001, and as illustrated in Figure 3, a significant interaction

    between charts and decade,F(10, 162) = 4.478,p < .0001. Using the Bonferroni correction,pairwise comparisons between decades showed that songs in 1999 and 2009 hadsignificantly more reproductive references (p < .05). Corrected pairwise comparisons based

    on song type also showed that R&B songs contained significantly more reproductivemessages (p < .001) than Country and Pop, while differences between Country and Pop

    were not significant.

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    Figure 3. Mean number of different reproductive messages per song for the Top Ten songsat the end of each decade for all three charts over the past sixty years

    Study 4

    To determine if the presence of reproductive messages is a long term, enduringfeature of song lyrics, the fourth study was based on a content analysis of the lyrics

    contained in a sample of representative art songs and opera aria dating back as far as 1597.Arias are usually a melodic segment set within the context of a larger composition called an

    opera. Though arias are often performed independent of the full opera, they derive much oftheir meaning from the framework of the surrounding composition. In contrast, Art songs

    are smaller scale compositions that are meant to be performed by themselves. NotableArias and Art songs were chosen for analysis because they are analogous to popular current

    songs. Art songs have the advantage of bridging a time gap when composers no longerwrote operas but other genres of popular music had not yet emerged.

    Method

    To identify a representative sample of art songs we used a combination of books,websites and sheet music anthologies (Walter, 2009) and tried to find matches for those

    songs in other art song anthologies. If a song appeared in more than one book it wasincluded on the list. The list of art songs chosen for analysis contains songs that date back

    as far as 1597. See Appendix 3 for a compilation of these songs.The arias were taken from the Metropolitan Opera Archives, which lists the

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    frequency of aria performances. To identify noted arias we also consulted Wikipedia andan opera anthology (Batta, 1999). In addition, we searched for operas in standard opera

    song literature books for singers. The final list included opera arias that date back to 1642.See Appendix 4 for a list of the opera arias.

    To take into account changes in the meaning of different words/phrases over time,

    assistance with the content analysis of the opera arias and the art songs was provided byMelanie L. Shank, an opera singer who studies and performs songs from these eras.

    Results

    There was complete agreement among two independent raters in classifying 327reproductive messages out of a total of 362 references taken from a representative sample

    of the opera and art songs, which represents an inter-rater agreement of over 90%.Figure 4 depicts the results. A t-test failed to demonstrate a significant difference in

    the number of reproductive categories between the opera and art songs, t(104) = .6098,p =.5433. While the frequency of some of the themes differ, these findings clearly show that

    the same reproductive categories derived from the content analysis of our initial sample of2009 contemporary songs map surprisingly well onto the lyrics from opera and arts songs

    dating back hundreds of years.

    Figure 4. Distribution of reproductive themes for opera aria and art songs sampled overthe past 414 years along with those in Study 1

    Discussion

    Whereas short-term sexual relationships are rarely featured in female romance

    novels (Cox and Fisher, 2009), promiscuity and brief sexual liaisons are common, recurring

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    themes in many popular songs - particularly R&B and Pop (see Figure 1). Although thetypical romance novel contains several hundred pages, contemporary songs in the charts we

    sampled last for only a few minutes and contain a relatively small number of oftenrepetitive verses. Yet despite their limited scope, most popular songs contain a high

    incidence of reproductive messages.

    Since the position of songs on the Billboardcharts is driven in part by sales, ourstudy represents a significant advantage over the Cox and Fisher (2009) analysis ofromance novels where sales figures were not available. The same market factors that

    appear to affect the title of romance novels also impact the lyrics of songs on differentcharts (see Figure 1). For example, Country and Western listeners are thought to represent a

    higher proportion of women than is true for the other charts we surveyed. The top fourthemes for high ranking Country songs were commitment, parenting, rejection, and fidelity

    assurance, whereas for Pop it was sex appeal, reputation, short-term strategies, and fidelityassurance, for R&B/Hip Hop it was sex appeal, resources, sex act, and status. While Cox

    and Fisher (2009) found that short-term relationships were all together ignored byromance novels (p. 398), that is clearly not the case for song lyrics.

    Approximately 92% of the 174 songs that made it into the Top 10 in 2009 containedreproductive messages. A content analysis of these messages revealed 18 reproductive

    themes that read like topics taken from an outline for a course in evolutionary psychology.Although differences in the frequency of different themes between charts were found,

    further analyses showed that the bestselling songs in all three charts featured significantlymore reproductive messages than those that failed to make it into the Top Ten (see Figure

    2). The stability of these reproductive messages over time was confirmed by a contentanalysis of the lyrics contained in a list of the Top Ten songs for the years 1959, 1969,

    1979, 1989, 1999, and 2009 (see Figure 3). An analysis of the lyrics of opera arias and artsongs also revealed compelling evidence for the same reproductive categories extending

    back as far as 1597. As shown in Figure 5, the six most common themes to emerge fromthe combined sample of song lyrics (past and present) were fidelity assurance,

    commitment, rejection, arousal, sex appeal, and other body parts.

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    Figure 5. Frequency distribution of the presence of one or more reproductive categories inthe songs contained in Study 1, 3, and 4 (N= 432)

    We suspect songs that rise to high ranking positions on the charts do so for a myriadof reasons. The fact that some popular recordings are only instrumental with no lyrics (e.g.,

    Chariots of Fire), while others are sung by artists in a foreign language (e.g., Volare)strongly suggests that the instrumentation, melody, tempo, sex of the artist, and sound of

    the singers voice (see Hughes, Dispenza, and Gallup, 2004), along with subtle nonverbalcues of sincerity and emotional commitment conveyed by intonation of the artist are all

    important components. As such, raw, disembodied lyrics as they appear in print are clearlyonly one relatively small factor that may influence a songs popularity. Nonetheless, our

    results show that the number of reproductive messages contributes significantly tosales/popularity, and this implies that listeners are in fact processing at some level

    (wittingly or not) the evolutionarily relevant portions of the lyrics contained in manypopular songs.

    Marketing by record companies undoubtedly plays a role in public exposure tosongs, and by extension may influence chart position and sales. But whether marketing per

    se can account for the preponderance of reproductive messages in the songs we sampled isunlikely. For example, the presence as well as the incidence of reproductive themes among

    the opera aria and art songs in our historical sample is comparable in most instances tocontemporary songs (see Figure 4). Moreover, if the position of songs on the charts is a

    simple reflection of promotion and marketing then it ought to be independent of the lyrics,and our data clearly show that is not the case. In our view, the ubiquitous presence of these

    reproductive themes is a reflection of evolved properties of the human psyche, where

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    people are voting with their pocket books and listener preferences are driving the lyrics.Our findings concerning embedded reproductive messages in song lyrics, combined

    with those of Davis and McLeod (2003) on front-page news stories and Cox and Fisher(2009) on the titles of romance novels, strongly suggest that many of the topics of central

    importance to evolutionary psychology are a pervasive, almost ubiquitous feature of day-

    to-day human existence.

    Acknowledgements: We thank Melanie Shank, Jeremy Atkinson, and Marlene Wong for

    assistance with this project, and Andrew Gallup for help with the statistical analyses.

    Received 12th May 2011; Revision submitted 19th August 2011; Accepted 22nd

    August 2011

    References

    Batta, A., and Neef, S. (Eds.) (1999). Opera: Composers, works, performers. Cologne,

    Germany: Konemann Books.Cox, A., and Fisher, M. (2009). The Texas billionaires pregnant bride: An evolutionaryinterpretation of romance fiction titles. Journal of Social, Evolutionary, and

    Cultural Psychology, 3, 386-401.Darwin, C. (1871). The descent of man. London: John Murray.

    Davis, H., and McLeod, S. L. (2003). Why humans value sensational news: Anevolutionary perspective.Evolution and Human Behavior, 24,208-216.

    Hughes, S. M., Dispenza, F., and Gallup, G. G., Jr. (2004). Ratings of voice attractivenesspredict sexual behavior and body configuration. Evolution and Human Behavior,

    25, 295-304.Mithen, S. (2006). The singing Neanderthals. Cambridge, MA: First Harvard

    University Press.Pinker, S. (1997). How the mind works. New York: Norton

    Rentfrow, P. J., and Gosling, S. D. (2003). The do re mis of everyday life: The structureand personality correlates of music preferences. Journal of Personality and Social

    Psychology, 84,1236-1256.Wallin, N. L., Merker, B., and Brown, S. (2000). The origins of music. Cambridge, MA:

    MIT Press.Walters, R. (2009). The art song anthology. Milwaukee, WI: Hal Leonard Corporation

    Whitburn, J. (1999). A century of music. Menomomee Falls, WI: RecordResearch.

    Whitburn, J. (2004). Top R&B/Hip Hop singles 1942-2004. Menomomee Falls, WI: RecordResearch.

    Whitburn, J. (2008). Hot country songs: Billboard 1944-2008. Menomomee Falls, WI:Record Research.

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    Appendix 1. 2009BillboardTop Ten songs

    Song Title Artist Recording Label

    Country

    Already Gone Sugarland Mercury Nashville

    Alright Darius Rucker Capitol NashvilleAmerican Ride Toby Keith Show Dog Nashville

    Big Green Tractor Jason Aldean Broken Bow

    Bonfire Craig Morgan BNA

    Boots On Randy Houser Universal South

    Chicken Fried Zac Brown Band Live Nation/Home Grown/Atlantic

    Consider Me Gone Reba McEntire Starstruck Records/Valory Music

    Country Boy Jason Aldean Broken Bow

    Cowboy Cassanova Carrie Underwood Arista NashvilleCowgirls Dont Cry Brooks and Dunn w/

    Reba McEntire

    Arista Nashville

    Do I Luke Bryan Capitol Nashville

    Dont Billy Currington Mercury Nashville

    Dont Think I Cant

    Love You

    Jake Owen RCA Nashville

    Down The Road Kenny Chesney Blue Chair/BNA

    Feel That Fire Dierks Bentley Capitol

    Fifteen Taylor Swift Big Machine

    Getting You Home Chris Young RCA Nashville

    God Love Her Toby Keith Show Dog Nashville

    Here Rascal Flatts Lyric Street

    Here Comes Goodbye Rascal Flatts Lyric StreetI Run To You Lady Antebellum Capitol Nashville/Parlophone

    I Told You So Carrie Underwood w/

    Randy Travis

    19/Arista Nashville/Arista

    I Wanna Make You

    Close Your Eyes

    Dierks Bentley Capitol Nashville

    Ill Just Hold On Blake Shelton Warner Bros.

    Im Alive Kenny Chesney Blue Chair/BNA

    In Color Jamey Johnson Mercury Nashville

    It Happens Sugarland Mercury Nashville

    It Wont Be Like This

    For Long

    Darius Rucker Capitol Nashville

    Its America Rodney Atkins Curb

    Kiss A Girl Keith Urban Capitol Nashville

    Living For The Night George Strait MCA Nashville

    Lost You Anyway Toby Keith Show Dog Nashville

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    Love Your Love TheMost

    Eric Church Capitol Records Nashville/EMINashville

    Need You Now Lady Antebellum Capitol Nashville/Parlophone

    Nothin To Die For Tim McGraw Curb

    One In Every Crowd Montgomery Gentry Columbia Nashville

    Only You Can LoveMe This Way

    Keith Urban Capitol Nashville

    Out Last Night Kenny Chesney Blue Chair/BNA

    People Are Crazy Billy Currington Mercury Nashville

    Red Light David Nail MCA Nashville

    River Of Love George Strait MCA Nashville

    Roll With Me Montgomery Gentry Columbia Nashville

    She Wouldnt Be

    Gone

    Blake Shelton Warner Bros.

    Shes Country Jason Aldean Capitol Nashville/Broken Bow

    Sideways Dierks Bentley Dangling Rope/Capitol RecordsNashville

    Sissys Song Alan Jackson Arista Nashville/EMI Nashville

    Small Town U.S.A. Justin Moore Valory Music Group

    Start A Band Brad Paisley Arista Nashville

    Summer Nights Rascal Flatts Lyric Street

    Sweet Thing Keith Urban Capitol Nashville

    Then Brad Paisley Arista Nashville

    Toes Zac Brown Band Live Nation/Home Grown/Atlantic

    Welcome To The

    Future

    Brad Paisley Arista Nashville

    Whatever It Is Zac Brown Band Live Nation/Home Grown/AtlanticWhite Horse Taylor Swift Big Machine

    You Belong With Me Taylor Swift Big Machine

    Pop

    Already Gone Kelly Clarkson RCA

    Bad Romance Lady Gaga Streamline/KonLive/Cherrytree/Interscrope

    Battlefield Jordin Sparks 19/Jive

    Best I Ever Had Drake Young Money/Cash Money/

    Universal Motown

    Blame It Jamie Foxx w/ T-Pain JBoom Boom Pow Black Eyed Peas Interscope

    Circus Britney Spears Jive

    Dead And Gone T.I. w/ JustinTimberlake

    Grand Hustle/Atlantic

    Dont Trust Me 3OH!3 Photo Finish Records

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    Down Jay Sean w/Lil Wayne Jeyded/2Point9/CashMoney/Universal Republic

    Fire Burning Sean Kingston Epic/Geffen/Koch

    Fireflies Owl City Universal Republic

    Gives You Hell The All American

    Rejects

    DGC/Interscope

    Good Girls Go Bad Cobra Starship w/

    Leighton Meester

    Fueled by

    Ramen/Decaydance/Columbia UKHalo Beyonce Columbia

    Heartless Kanye West Roc-a-fella/Def Jam

    Hot N Cold Katy Perry Capitol

    How Do You Sleep Jesse McCartney Hollywood

    I Do Not Hook Up Kelly Clarkson RCA

    I Gotta Feeling Black Eyed Peas Interscope

    I Know You Want Me Pitbull The Orchard/Ultra/J/Polo Grounds/

    Mr. 305If I Were A Boy Beyonce Capitol

    If You Seek Amy Britney Spears Jive

    Im Yours Jason Mraz Atlantic

    Just Dance Lady Gaga Streamline/KonLive/Cherrytree/Interscrope

    Kiss Me Through thePhone

    Soulja Boy Stacks on Deck Entertainment/Collipark Music/HHH/Interscope

    Knock You Down Keri Hilson w/KanyeWest and Ne-Yo

    Mosely/Zone 4

    Let It Rock Kevin Rudolf Cash Money/Universal Republic

    Live Your Life T.I. w/ Rihanna Grand Hustle/AtlanticLove Drunk Boys Like Girls Sony Music

    Love Game Lady Gaga Streamline/KonLive/Cherrytree/

    InterscropeLove Lockdown Kanye West Roc-a-fella/Def Jam

    Love Story Taylor Swift Big Machine

    Meet Me Halfway Black Eyed Peas Interscope

    My Life Would SuckWithout You

    Kelly Clarkson RCA

    New Divide Linkin Park Reprise

    No Surprise Daughtry RCA

    Paparazzi Lady Gaga Streamline/KonLive/Cherrytree/Interscrope

    Party In the U.S.A. Miley Cyrus Hollywood/ Fascination/Avex

    Please Dont Leave

    Me

    Pink LaFace/Jive

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    Poker Face Lady Gaga Streamline/KonLive/Cherrytree/Interscrope

    Replay Iyaz T.I.M.E./Beluga Heights/Reprise

    RecordsRight Round Flo Rida Poe Boy/Atlantic

    Run This Town Jay-Z, Rihanna andKanye West

    Roc Nation/Atlantic

    Second Chance Shinedown Atlantic

    Sexy Chick David Guetta w/ Akon Virgin/EMI

    Single Ladies Beyonce Capitol

    So What Pink LaFace/Jive

    Sober Pink LaFace/Jive

    Sweet Dreams Beyonce Capitol

    The Climb Miley Cyrus Hollywood/ Fascination/Avex

    Three (3) Britney Spears Jive

    Use Somebody Kings Of Leon Sony/RCA/Columbia

    Waking Up in Vegas Katy Perry Columbia/Capitol

    Whatcha Say Jason Derulo Warner Bros./BelugaHeights/Konvict Music

    Whatever You Like T.I. Grand Hustle/Atlantic

    Womanizer Britney Spears Jive

    You Belong With Me Taylor Swift Big Machine

    You Found Me The Fray Epic

    R&B

    Aint I Yung L.A. Grand Hustle/Atlantic

    Baby By Me 50 Cent Aftermath/Interscope/Shady

    Bad Habits Maxwell Columbia

    Beep Bobby Valentino EMI/Blu Kolla Dreams

    Best I Ever Had Drake Young Money/Cash

    Money/Universal MotownBirthday Sex Jeremih Def Jam

    Blame It Jamie Foxx w/ T-Pain J

    Boyfriend #2 Pleasure P Atlantic

    Break Up Mario J

    Chopped N Skrewed T-Pain Nappy Boy/Konvict/Jive

    Day N Nite Kid Cudi GOOD Music/Fools Gold

    Records/Universal MotownDead And Gone T.I. w/ Justin

    TimberlakeGrand Hustle/Atlantic

    Diva Beyonce Columbia

    Ego Beyonce Columbia

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    Empire State of Mind Jay Z+Alicia Keys Roc Nation/Atlantic

    Every Girl Young Money Young Money/CashMoney/Universal Motown

    Forever Drake Zone 4/Interscope/Shady/Aftermath

    God In Me Mary Mary Columbia

    Green Light John Legend w/ Andre3000

    Sony Music

    Heartless Kanye West Roc-a-fella/Def Jam

    I Invented Sex Trey Songz Atlantic Songbook

    I Need a Girl Trey Songz Atlantic Songbook

    Ice Cream Paint Job Dorrough Ngenius Ent/E1 Music

    If This Isnt Love Jennifer Hudson Arista

    If U Leave Musiq Soulchild w/

    Mary J.Blige

    Def Soul/Atlantic

    Just Like Me Jamie Foxx J

    Kiss Me Through thePhone

    Soulja Boy Stacks on Deck Entertainment/Collipark Music/HHH/Interscope

    Knock You Down Keri Hilson w/KanyeWest and Ne-Yo

    Mosely/Zone 4

    Last Chance Ginuwine Notifi Records/Warner Bros.

    Lions, Tigers and

    Bears

    Jazmine Sullivan J Records/Arista/Puppy Love

    Live Your Life T.I. w/ Rihanna Grand Hustle/Atlantic

    Mad Ne-Yo Def Jam

    Magnificent Rick Ross Maybach/Slip-N-Slide/Def Jam

    Miss Independent Ne-Yo Def Jam

    Money To Blow Birdman w/ Lil Wayneand Drake

    Cash Money/Universal Motown

    Mrs. Officer Lil Wayne Cash Money/Universal Motown

    Number One R. Kelly Jive

    Papers Usher LaFace

    Playa Cardz Right Keyshia Cole w/ 2Pac Geffen Records

    Pop Champagne Jim Jones Columbia/Universal Motown/

    Koch/Ether BoyPretty Wings Maxwell Columbia

    Put It On Ya Plies Big Gate/Slip-N-Slide/Atlantic

    Regret LeToya w/ Ludacris Capitol Music Group

    Rockin That Thang The Dream Radio Killa/Def Jam

    Run This Town Jay-Z, Rihanna and

    Kanye West

    Roc Nation/Atlantic

    She Got Her Own Ne-Yo Def Jam

    Single Ladies Beyonce Capitol

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    Sobeautiful Musiq Soulchild Def Soul/Atlantic

    Successful Drake Young Money/Cash Money/Universal Motown

    Throw It In The Bag Fabolous w/ TheDream

    Desert Storm/Def Jam

    Trading Places Usher LaFaceTrust Keyshia Cole AandM/Geffen

    Turn My Swag On Soulja Boy Stacks on DeckEntertainment/Collipark

    Music/HHH/InterscopeTurnin Me On Ker Hilson w/ Lil

    Wayne

    Zone 4/ Mosely Music/Interscope

    Under Pleasure P Atlantic/Bluestar Records/Swagga

    EntertainmentWasted Gucci Mane Asylum/Warner Bros.

    Wetter Twista Get Money Gang

    Entertainment/Capitol/EMIYou Complete Me Keyshia Cole A&M/Geffen

    Appendix 2. 2009 charting and non-charting controls

    Charting Song Title Non-Charting Song Title Artist

    Country

    Already Gone Steve Earle Sugarland

    Alright Learn to Live Darius Rucker

    American Ride Ballad of Balad Toby Keith

    Big Green Tractor The Best of Me Jason AldeanBonfire Ordinary Angels Craig Morgan

    Boots On Strange Randy Houser

    Cowboy Cassanova Quitter Carrie Underwood

    Cowgirls Dont Cry American Dreamer Brooks and Dunn w/Reba McEntire

    Do I Chuggin Along Luke Bryan

    Dont Think I Cant Love

    You

    Green Bananas Jake Owen

    Down The Road Ten With a Two Kenny Chesney

    Fifteen The Best Day Taylor SwiftGod Love Her Time That It Would Take Toby Keith

    Here Help Me Remember Rascal Flatts

    I Wanna Make You Close

    Your Eyes

    Last Call Dierks Bentley

    Ill Just Hold On Never Lovin You Blake Shelton

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    It Wont Be Like This ForLong

    I Hope They Get to Me inTime

    Darius Rucker

    Kiss A Girl Whys It Feel So Long Keith Urban

    Love Your Love The Most Longer Gone Eric Church

    Need You Now If I Knew Then Lady Antebellum

    Nothin To Die For Shotgun Rider Tim McGrawOnly You Can Love Me This

    Way

    My Heart is Open Keith Urban

    Red Light Missouri David Nail

    River Of Love West Texas Town George Strait

    Roll With Me God Knows Who I Am Montgomery Gentry

    Shes Country This I Gotta See Jason Aldean

    Start A Band Departure Brad Paisley

    Then No Brad Paisley

    Toes Different Kind of Fine Zac Brown Band

    Welcome To The Future Back to the Future Brad PaisleyYou Belong With Me Tell Me Why Taylor Swift

    Pop

    Bad Romance So Happy I Could Die Lady Gaga

    Battlefield Walking on Frankie Snow Jordin Sparks

    Best I Ever Had Houstatlantavegas Drake

    Blame It Overdose Jamie Foxx w/ T-Pain

    Boom Boom Pow Now Generation Black Eyed Peas

    Circus Mannequin Britney Spears

    Dead And Gone Im Illy T.I. w/ Justin Timberlake

    Down If I Aint Got You Jay Sean w/Lil WayneFire Burning Welcome to Tomorrow Sean Kingston

    Gives You Hell Mona Lisa The All AmericanRejects

    Good Girls Go Bad The World Will Never Do Cobra Starship w/Leighton Meester

    How Do You Sleep Not Your Enemy Jesse McCartney

    I Do Not Hook Up Cry Kelly Clarkson

    I Know You Want Me Girls Pitbull

    Im Yours Live High Jason Mraz

    Just Dance Again Again Lady Gaga

    Knock You Down How Does it Feel Keri Hilson w/Kanye

    West and Ne-YoLet It Rock Coffee and Donuts Kevin Rudolf

    Love Lockdown Robocop Kanye West

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    My Life Would Suck WithoutYou

    Long Shot Kelly Clarkson

    No Surprise Open Up Your Eyes Daughtry

    Please Dont Leave Me One Foot Wrong Pink

    Replay Look At Me Now Iyaz

    Right Round Touch Me Flo RidaRun This Town A Star is Born Jay-Z, Rihanna and

    Kanye WestSweet Dreams Satellites Beyonce

    Use Somebody Be Somebody Kings Of Leon

    Waking Up in Vegas Mannequin Katy Perry

    Whatever You Like On Top of the World T.I.

    You Belong With Me Tell Me Why Taylor Swift

    You Found Me Never Say Never The Fray

    R&B

    Baby By Me Death to My Enemies 50 CentBad Habits Playing Possum Maxwell

    Beep Make You the Only One Bobby Valentino

    Best I Ever Had Houstatlantavegas Drake

    Birthday Sex My Sunshine Jeremih

    Blame It Covergirl Jamie Foxx w/ T-Pain

    Boyfriend #2 Birthday Suit Pleasure P

    Chopped N Skrewed Change T-Pain

    Day N Nite CuDi Zone Kid Cudi

    Dead And Gone Im Illy T.I. w/ Justin Timberlake

    Empire State of Mind Hate Jay Z+Alicia KeysEvery Girl Play in My Band Young Money

    Green Light Cross the Line John Legend w/ Andre3000

    I Invented Sex Holla if You Need Me Trey Songz

    Ice Cream Paint Job Feel This Way Dorrough

    If This Isnt Love My Heart Jennifer Hudson

    Just Like Me Love Brings Change Jamie Foxx

    Knock You Down Get Your Money Up Keri Hilson w/KanyeWest and Ne-Yo

    Last Chance Orchestra Ginuwine

    Lions, Tigers and Bears Switch Jazmine Sullivan

    Money To Blow Money Machine Birdman w/ Lil Wayneand Drake

    Papers Makin Love into the Night Usher

    Pop Champagne How to be a Boss Jim Jones

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    Pretty Wings Cold Maxwell

    Rockin That Thang Right Side of my Brain The Dream

    Run This Town A Star is Born Jay-Z, Rihanna and

    Kanye WestSuccessful Ignorant Shit Drake

    Throw It In The Bag No Fabolous w/ The DreamTrading Places Something Special Usher

    Turnin Me On Change Me Ker Hilson w/ LilWayne

    Wasted Volume Gucci Mane

    Wetter Block Music Twista

    Appendix 3. Art Song sample

    Song Composer Year Premiered/Published

    Abendempfindung Mozart 1787Allerseelen Strauss 1885

    An die Musik Schubert 1817

    Apres un reve Faure 1877

    Asturiana Falla 1914

    Ave Maria Caccini 1615

    Beau Soir Debussy 1891

    Bist du bei mir Bach 1722

    Blow, blow thou winter wind Arne 1740

    Bois pais Lully 1684

    Caldi sospiri Rotani 1609

    Caro mio ben Giordani 1780

    Chanson triste DuParc 1868

    Come Again Sweet Love Dowland 1597

    Das Veilchen Mozart 1785

    Del cabello ms sutil Obradors 1914

    Der Doppelgnger Schubert 1828

    Der Ehre Gottes aus der Natur Beethoven 1800

    Der Nussbaum Schumann 1840

    Der Tod und das Mdchen Schubert 1817

    Die Beiden Grenadiere Schumann 1840

    Die Mainacht Brahms 1866

    Du bist die ruh Schubert 1823

    Du bist wie eine Blume Schumann 1840

    Gretchen am spinnrade Schubert 1814

    Heidenrslein Schubert 1815

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    I attempt from Loves sickness Purcell 1695

    Ich grolle nicht Schumann 1840

    Ill sail upon the Dog-Star Purcell 1688

    Immer Leiser Wird MeinSchlummer

    Brahms 1886

    It was a lover and his lass Quilter 1940Lied der Braut Schumann 1840

    Lied der Suleika Schumann 1840

    Mandoline Debussy 1883

    Mattinata Leoncavallo 1904

    My Mother bids me Bind my hair Haydn 1794

    Nebbie Respighi 1921

    Now sleeps the Crimson Petal Quilter 1897

    Nymphs and Shepherds Purcell 1692

    O del mio amato ben Donaudy 1918

    O del mio dolce ardor Gluck 1870Oh Mistress Mine Quilter 1905

    Ouvre ton Coeur Bizet 1870

    Ridente La Calma Mozart 1775

    Se Tu Mami, Se Sospiri Pergolesi 1725

    Silent Noon Vaughan Williams 1903

    Sonntag Brahms 1878

    Vergebliches Stndchen Brahms 1882

    Von ewiger Liebe Brahms 1864

    What if I never speed Dowland 1600

    When daisies pied Arne 1740Where the bee sucks Arne 1740

    Widmung Schumann 1840

    Wie Melodien zieht es mir Brahms 1886

    Wiegenlied Brahms 1868

    Zueignung Strauss 1885

    Appendix 4. Opera Aria sample

    Song Title Composer Year Premiered/Published

    Abendsegen Humperdinck 1893

    Ach ich fuhls Mozart 1791

    Adieu, notre petite table Massenet 1884

    Ah! Je veux vivre Gounod 1867

    Amore o grillo Puccini 1904

    Bella Sicome un angelo Donizetti 1843

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    Cara Sposa Handel 1711

    Caro Nome Verdi 1851

    Casta Diva Bellini 1831

    Celeste Aida Verdi 1871

    Che faro senza Euridice Gluck 1762

    Das ssse Lied verhallt Wagner 1850

    Das war sehr gut Strauss 1933

    Der Holle Rache Mozart 1791

    Di Provenza il mar, il suol Verdi 1853

    Didos Lament Purcell 1698

    Dome epais le jasmin Delibes 1883

    Donna non vidi mai Puccini 1893

    Dove sei, amato bene Handel 1719

    Fair Robin I love Mechem 1980

    Gia Nella notte densa Verdi 1887

    Habanera Bizet 1875Hav mirs gelobt Strauss 1911

    Heil dir, Sonne Wagner 1876

    La ci darem la mano Mozart 1787

    Lauries Song Copland 1954

    Les oiseaux Offenbach 1881

    Liebestod Wagner 1865

    Mon coeur souvre a ta voix Saint-Saens 1877

    O Mio Babbino Puccini 1918

    O! du mein holder Abendstern Wagner 1845

    Oh war ich schon mit dir vereint Beethoven 1805Pace, pace mio dio Verdi 1862

    Piangero Handel 1724

    Pur ti miro, pur ti godo Monteverdi 1642

    Quando men Vo Puccini 1896

    Salut! Demeure chaste et pure Gounod 1859

    Saper vorreste Verdi 1859

    Signore, ascolta Puccini 1926

    Spargi damaro Donizetti 1835

    Stride la vampa! Verdi 1853

    Stridono lassu Leoncavallo 1892Una donna a quindici anni Mozart 1790

    Una furtiva lagrima Donizetti 1832

    Una voce poco fa Rossini 1816

    Vissi darte Puccini 1900

    Voce di donna o dangelo Ponchielli 1876

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    Voi lo sapete Mascagni 1890

    Voi, che sapete Mozart 1786Winterstrme wichen dem

    Wonnemond

    Wagner 1870